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  • Identify unique patterns of genomic changes that divide clear cell and papillary carcinoma tumors into subgroups
  • Identify genomic differences that distinguish tumors across gender, race or ethnicity
  • Determine if specific patterns of genomic changes are connected to tumor recurrence after therapy

Join the Research Group


The research group for this project is in the early stages of formation. We will begin holding weekly teleconference meetings once the image data becomes available. Please contact us at if you would like to join our calls or

Oguz Akin, MD
Director, Body MRI,
Dept. of Radiology, MSKCC

Please contact the CIP Informatics Team if your research group would like to be kept in the loop as this effort moves forward. You can reach us by emailing John Freymann or Justin Kirby at:

  • freymanj (at) mail (dot) nih (dot) gov
  • kirbyju (at) mail (dot) nih (dot) gov

Group Projects

This is a listing of ongoing projects.  Feel free to join one of our teleconferences to tell us about how you intend to use this data and discuss how we might be able to collaborate.

  • Imaging Feature Set Development - This project is in the preliminary stages and is being collaborated on by group members from MSKCC, MDACC, and UPMC.

Data Providers

We would like to thank the following institutions for contributing images to the TCGA-GBM collection utilized in this research project:

  • MSKCC (in progress)

Related Shared Lists

  • None at this time


  • UPMC (in progress)
  • MDACC (in progress)